Research Explorer

Your browser does not support JavaScript or JavaScript is not enabled. Without JavaScript some functions of this webapplication may be disabled or cause error messages. To enable JavaScript, please consult the manual of your browser or contact your system administrator.

Researcher

Umut Kaya

Awards & Distinctions

4 Results

2024

Development of learning-based surrogate models for predicting the fluid dynamics in a pharmaceutical bioreactor

Umut KayaJan VerwaerenIngmar NopensNora Urbanetz

2023

Quantifying the hydrodynamic stress for bioprocesses

Umut KayaSrikanth GopireddyNora UrbanetzDiana KreitmayerEva GutheilIngmar NopensJan Verwaeren

A1 Journal Article in BIOTECHNOLOGY PROGRESS

2022

Predicting the hydrodynamic properties of a bioreactor : conditional density estimation as a surrogate model for CFD simulations

Umut KayaSrikanth GopireddyNora UrbanetzIngmar NopensJan Verwaeren

A1 Journal Article in CHEMICAL ENGINEERING RESEARCH & DESIGN

Probabilistic modelling of the hydrodynamic properties of a bioreactor for mAb production

Umut KayaSrikanth GopireddyNora UrbanetzIngmar NopensJan Verwaeren